Enterprise AI QA & Evaluation Engineer

Aptiv; Dublin; On-site; EUR 70,000 - 110,000; Full time

Benefits offered by this job

Healthcare

Pension

Free onsite meals

Gym membership

Training & certifications

Job summary

Aptiv in Dublin seeks an AI QA / Evaluation Engineer to define, implement, and continuously improve testing frameworks for enterprise AI agents and workflows. You will collaborate with business stakeholders and engineering teams to ensure solutions are functional, reliable, and compliant before release.

Responsibilities include designing test plans, data sets, and evaluation criteria; coordinating with DevOps, AI Architects, and security/compliance teams; and maintaining test environments to

Qualifications

• Bachelor’s degree in CS or related field.
• Experience in software testing, QA engineering or validation in enterprise environments.
• Strong test design, execution and defect management.
• Experience in agile/Kanban delivery.
• Ability to define structured test approaches for complex systems.
• Knowledge of AI/ML or automation testing is desirable.

Responsibilities

• Define and implement testing and evaluation frameworks for AI agents and agentic workflows, covering functional quality, groundedness, safety, reliability, and performance.
• Develop and execute test plans, test cases, evaluation criteria, test data, datasets, and benchmark scenarios to ensure consistent and repeatable validation.
• Partner with DevOps Agent Engineers and Release / Operations Engineers to validate AI solutions throughout build, integration, pre-production, and deployment phases.
• Work with AI Architects to ensure evaluation approaches align with solution design, risk profiles, enterprise standards, and responsible AI requirements.
• Own and maintain development and test environments for AI agents, ensuring stability, availability, and alignment with enterprise platform standards.
• Support business users during user acceptance testing and validate end-user developed agents prior to publishing, ensuring solutions are fit for purpose and meet enterprise quality and governance requirements.
• Identify, log, and track defects, working closely with engineering teams to support resolution, retesting, and continuous improvement of testing practices, tooling, and automation.
• Collaborate with Cyber Security, Legal, and Data Privacy teams to ensure testing addresses compliance, security, and responsible AI requirements, while maintaining clear documentation of test results, quality metrics, and evaluation outcomes.

Skills

QA testing

Test design

Defect management

Agile/Kanban

Structured testing

AI/ML testing

Problem solving

Education

Bachelor’s degree in Computer Science or related field

Tools

CI/CD pipelines

Scripting

Test automation tools

Copilot Studio

Azure AI Foundry

Job description

Aptiv in Dublin seeks an AI QA / Evaluation Engineer to define, implement, and continuously improve testing frameworks for enterprise AI agents and workflows. You will collaborate with business stakeholders and engineering teams to ensure solutions are functional, reliable, and compliant before release.

Responsibilities include designing test plans, data sets, and evaluation criteria; coordinating with DevOps, AI Architects, and security/compliance teams; and maintaining test environments to